hex.tree

Class SharedTreeModelWithContributions<M extends SharedTreeModel<M,P,O>,P extends SharedTreeModel.SharedTreeParameters,O extends SharedTreeModel.SharedTreeOutput>

java.lang.Object

water.Iced<T>

water.Keyed<T>

water.Lockable<M>

hex.Model<M,P,O>

hex.tree.SharedTreeModel<M,P,O>

hex.tree.SharedTreeModelWithContributions<M,P,O>

All Implemented Interfaces:

hex.Model.Contributions, hex.Model.FeatureFrequencies, hex.Model.GetMostImportantFeatures, hex.Model.LeafNodeAssignment, java.io.Externalizable, java.io.Serializable, java.lang.Cloneable, water.Freezable<M>

Direct Known Subclasses:

DRFModel, GBMModel

public abstract class SharedTreeModelWithContributions<M extends SharedTreeModel<M,P,O>,P extends SharedTreeModel.SharedTreeParameters,O extends SharedTreeModel.SharedTreeOutput>
extends SharedTreeModel<M,P,O>
implements hex.Model.Contributions

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
class	SharedTreeModelWithContributions.ScoreContributionsTask

Nested classes/interfaces inherited from class hex.tree.SharedTreeModel

SharedTreeModel.BufStringDecisionPathTracker, SharedTreeModel.SharedTreeOutput, SharedTreeModel.SharedTreeParameters

Nested classes/interfaces inherited from class hex.Model

hex.Model.BigScore, hex.Model.BigScoreChunkPredict, hex.Model.BigScorePredict, hex.Model.Contributions, hex.Model.DeepFeatures, hex.Model.ExemplarMembers, hex.Model.FeatureFrequencies, hex.Model.GetMostImportantFeatures, hex.Model.GLRMArchetypes, hex.Model.GridSortBy, hex.Model.InteractionBuilder, hex.Model.InteractionPair, hex.Model.InteractionSpec, hex.Model.JavaModelStreamWriter, hex.Model.LeafNodeAssignment, hex.Model.Output, hex.Model.Parameters, hex.Model.StagedPredictions

Nested classes/interfaces inherited from interface hex.Model.LeafNodeAssignment

hex.Model.LeafNodeAssignment.LeafNodeAssignmentType

Field Summary

Fields inherited from class hex.Model

_dist, _output, _parms, _toDelete, _warnings, _warningsP, scoringInfo

Fields inherited from class water.Lockable

_lockers

Fields inherited from class water.Keyed

_key

Constructor Summary

Constructors

Constructor and Description
SharedTreeModelWithContributions(water.Key<M> selfKey, P parms, O output)

Method Summary

Modifier and Type	Method and Description
protected abstract SharedTreeModelWithContributions.ScoreContributionsTask	getScoreContributionsTask(SharedTreeModel model)
water.fvec.Frame	scoreContributions(water.fvec.Frame frame, water.Key<water.fvec.Frame> destination_key)

Methods inherited from class hex.tree.SharedTreeModel

binomialOpt, deepClone, getMostImportantFeatures, getSharedTreeSubgraph, getToEigenVec, makeAllTreeColumnNames, makeMetricBuilder, postProcessPredictions, readAll_impl, remove_impl, score0, score0, score0, score0, score0Incremental, scoreFeatureFrequencies, scoreLeafNodeAssignment, toJavaCheckTooBig, toJavaForestName, toJavaInit, toJavaPredictBody, toJavaTreeName, toJavaUnifyPreds, writeAll_impl

Methods inherited from class hex.Model

adaptTestForTrain, adaptTestForTrain, addMetrics, addModelMetrics, addWarning, addWarningP, auc, checksum_impl, classification_error, compareTo, computeDeviances, containsResponse, data, defaultThreshold, defaultThreshold, deleteCrossValidationFoldAssignment, deleteCrossValidationModels, deleteCrossValidationPreds, deviance, deviance, exportBinaryModel, exportMojo, fetchAll, fillScoringInfo, getDefaultGridSortBy, getMojo, getPojoInterfaces, haveMojo, havePojo, importBinaryModel, isSupervised, last_scored, lift_top_group, likelihood, logloss, loss, mae, makeBigScoreTask, makeInteraction, makeInteractions, makeInteractions, makeSchema, makeScoringDomains, makeScoringNames, makeScoringNames, mean_per_class_error, modelDescriptor, mse, needsPostProcess, predictScoreImpl, r2, rmsle, score, score, score, score, score, score, score, score0, score0, score0PostProcessSupervised, scoreMetrics, scoring_history, scoringDomains, setupBigScorePredict, testJavaScoring, testJavaScoring, testJavaScoring, testJavaScoring, toJava, toJava, toJava, toJavaNCLASSES, toJavaPROB, toJavaSuper, toJavaTransform, toMojo, toString

Methods inherited from class water.Lockable

delete_and_lock, delete_and_lock, delete_and_lock, delete, delete, delete, delete, read_lock, read_lock, read_lock, unlock_all, unlock, unlock, unlock, unlock, update, update, update, write_lock, write_lock, write_lock

Methods inherited from class water.Keyed

checksum, readAll, remove, remove, remove, remove, remove, remove, writeAll

Methods inherited from class water.Iced

asBytes, clone, copyOver, frozenType, read, readExternal, readJSON, reloadFromBytes, toJsonString, write, writeExternal, writeJSON

Methods inherited from class java.lang.Object

equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait

Constructor Detail

SharedTreeModelWithContributions

public SharedTreeModelWithContributions(water.Key<M> selfKey,
                                        P parms,
                                        O output)

Method Detail

scoreContributions

public water.fvec.Frame scoreContributions(water.fvec.Frame frame,
                                           water.Key<water.fvec.Frame> destination_key)

Specified by:

scoreContributions in interface hex.Model.Contributions

getScoreContributionsTask

protected abstract SharedTreeModelWithContributions.ScoreContributionsTask getScoreContributionsTask(SharedTreeModel model)